Data Package Metadata View Summary

One year of high-frequency temperature, dissolved oxygen, wind, photosynthetically active radiation observations and low-frequency nutrient data for 58 lakes in the Global Ecological Observatory Network

General Information

Data Package:

Local Identifier:

edi.1541.2

Title:

One year of high-frequency temperature, dissolved oxygen, wind, photosynthetically active radiation observations and low-frequency nutrient data for 58 lakes in the Global Ecological Observatory Network

Alternate Identifier:

DOI PLACE HOLDER

Abstract:

Understanding controls on primary productivity is essential for describing ecosystems and their responses to environmental change. Lake primary production is strongly controlled by inputs of nutrients and colored dissolved organic matter. While past studies have developed mathematical models of this nutrient-color paradigm, broad empirical tests of these models are scarce. We compiled data from 58 diverse and globally distributed and mostly temperate lakes to test such a model and improve understanding and prediction of the controls on lake primary production. These lakes varied widely in size (0.02-2300 km2), pelagic gross primary production (20-8000 mg C m-2 d-1), and other characteristics. The data package includes high-frequency dissolved oxygen, water temperature, wind speed, and solar radiation data as well as daily estimates of GPP and ER derived from those data. In addition, the data package includes median in-lake and stream concentrations of dissolved organic carbon and total phosphorus for a subset of 18 of those lakes.

Publication Date:

2023-12-14

For more information:
Visit:	DOI PLACE HOLDER

Time Period

Begin:

2001-05-05

End:

2020-02-28

People and Organizations
Contact:	Oleksy, Isabella A (University of Colorado Boulder, Assistant Professor) [ email ]
Creator:	Oleksy, Isabella (University of Colorado Boulder, Assistant Professor)
Creator:	Solomon, Christopher T. (Cary Institute of Ecosystem Studies)
Creator:	Jones, Stuart E. (University of Notre Dame)
Creator:	Olson, Carly (University of Nebraska-Lincoln)
Creator:	Bertolet, Brittni L. (University of California Irvine)
Creator:	Adrian, Rita (Leibniz Institute of Freshwater Ecology and Inland Fisheries)
Creator:	Bansal, Sheel (U.S. Geological Survey)
Creator:	Baron, Jill S. (U.S. Geological Survey)
Creator:	Brothers, Soren (Royal Ontario Museum)
Creator:	Chandra, Sudeep (University of Nevada)
Creator:	Chou, Hsiu-Mei (National Center for High-performance Computing)
Creator:	Colom-Montero, William (Uppsala University)
Creator:	Culpepper, Joshua (York University)
Creator:	de Eyto, Elvira (Marine Institute)
Creator:	Farragher, Matthew J. (University of Maine)
Creator:	Hilt, Sabine (Leibniz Institute of Freshwater Ecology and Inland Fisheries)
Creator:	Holeck, Kristen T. (Cornell University)
Creator:	Kazanjian, Garabet (American University of Armenia)
Creator:	Klaus, Marcus (Swedish University of Agricultural Sciences)
Creator:	Klug, Jennifer (Fairfield University)
Creator:	Köhler, Jan (Leibniz Institute of Freshwater Ecology and Inland Fisheries)
Creator:	Laas, Alo (Estonian University of Life Sciences)
Creator:	Lundin, Erik (Swedish Polar Research Secretariate)
Creator:	Parkes, Alice H. (Université du Québec à Montréal)
Creator:	Rose, Kevin C. (Rensselaer Polytechnic Institute)
Creator:	Rudstam, Lars (Cornell University)
Creator:	Rusak, James (Queen's University)
Creator:	Scordo, Facundo (Universidad Nacional del Sur, Argentina)
Creator:	Vanni, Michael J. (Miami University)
Creator:	Verburg, Piet (National Institute of Water and Atmospheric Research, New Zealand)
Creator:	Weyhenmeyer, Gesa A. (Uppsala University)

Data Entities
Data Table Name:	daily_metabolism
Description:	Daily metabolism (GPP, ER) and mixed layer depth (zMix) estimates for 58 lakes
Data Table Name:	high_frequency_DO
Description:	High frequency DO observations (ranging from 5 minute to 60 minute intervals)
Data Table Name:	high_frequency_PAR
Description:	High-frequency photosynthetically active radiation values
Data Table Name:	high_frequency_surface_temp
Description:	High-frequency epilimnion temperature observations
Data Table Name:	high_frequency_temperature_profiles
Description:	High-frequency temperature profiles
Data Table Name:	high_frequency_wind
Description:	High-frequency wind observations
Data Table Name:	lake_descriptions
Description:	Basic metadata for the 58 study lakes
Data Table Name:	lake_nutrients
Description:	Lake dissolved organic carbon and total phosphorus concentrations
Data Table Name:	nutrient_loads
Description:	Mean observed and modeled dissolved orgranic carbon and total phosphorus stream inflow concentrations
Data Table Name:	modeled_data
Description:	Final predicted values from the GPP process model ("Kelly model") after parameter update via data assimilation

Detailed Metadata

Data Entities

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/7da837068ac8047d1704feb2d562ab10
Name:	daily_metabolism
Description:	Daily metabolism (GPP, ER) and mixed layer depth (zMix) estimates for 58 lakes
Number of Records:	9826
Number of Columns:	5

Table Structure

Object Name:

daily_metabolism.csv

Size:

599293 byte

Authentication:

541c0926cb6d17276a8f5fb1eb9cb180 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

lakeName

date

zMix_m

GPP_mgO2L

ER_mgO2L

Column Name:

lakeName

date

zMix_m

GPP_mgO2L

ER_mgO2L

Definition:

Lake name

date

Mixed layer depth

Gross primary production

Ecosystem respiration

Storage Type:

string

dateTime

float

Measurement Type:

nominal

dateTime

ratio

Measurement Values Domain:

Definition

text

Format	YYYY-MM-DD
Precision

Unit	meter
Type	real

Unit	milligramsO2PerLiterPerDay
Type	real

Unit	milligramsO2PerLiterPerDay
Type	real

Missing Value Code:

Code	NA
Expl	no estimate available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/b6c7b256adf0dc67fe180ba62cbf5898
Name:	high_frequency_DO
Description:	High frequency DO observations (ranging from 5 minute to 60 minute intervals)
Number of Records:	1442785
Number of Columns:	3

Table Structure

Object Name:

high_frequency_DO.csv

Size:

51464860 byte

Authentication:

2419e9fa95ec9b46add57dc2caa49a6b Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

dateTime

lakeName

Column Name:

dateTime

lakeName

Definition:

Date and Time of observation

Dissolved oxygen concentration

Lake name

Storage Type:

dateTime

float

string

Measurement Type:

dateTime

ratio

nominal

Measurement Values Domain:

Format	YYYY-MM-DDThh:mm:ssZ
Precision

Unit	milligramPerLiter
Type	real

Definition

text

Missing Value Code:

Code	NA
Expl	no estimate available

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/d15467a8c0802b245bb91f6f033ab22f
Name:	high_frequency_PAR
Description:	High-frequency photosynthetically active radiation values
Number of Records:	1952621
Number of Columns:	3

Table Structure

Object Name:

high_frequency_PAR.csv

Size:

68910705 byte

Authentication:

d82c6346258a82c421e50bf997ac3e91 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

dateTime

PAR

lakeName

Column Name:

dateTime

PAR

lakeName

Definition:

Date and Time of observation

Photosynthetically active radiation

Lake name

Storage Type:

dateTime

float

string

Measurement Type:

dateTime

ratio

nominal

Measurement Values Domain:

Format	YYYY-MM-DDThh:mm:ssZ
Precision

Unit	micromolPhotonsPerMeterSquaredPerSecond
Type	real

Definition

text

Missing Value Code:

Code	NA
Expl	no data

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/356873f852682cc30c6f87045001e987
Name:	high_frequency_surface_temp
Description:	High-frequency epilimnion temperature observations
Number of Records:	1450184
Number of Columns:	3

Table Structure

Object Name:

high_frequency_surface_temp.csv

Size:

51339284 byte

Authentication:

7d31eec34e1f252a1d8e00bb010826c3 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

dateTime

sensorTemp

lakeName

Column Name:

dateTime

sensorTemp

lakeName

Definition:

Date and Time of observation

Temperature of sensor

Lake name

Storage Type:

dateTime

float

string

Measurement Type:

dateTime

ratio

nominal

Measurement Values Domain:

Format	YYYY-MM-DDThh:mm:ssZ
Precision

Unit	celsius
Type	real

Definition

text

Missing Value Code:

Code	NA
Expl	no data

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/eff299ac0c9224361e0b4e6aa9340bea
Name:	high_frequency_temperature_profiles
Description:	High-frequency temperature profiles
Number of Records:	18669152
Number of Columns:	4

Table Structure

Object Name:

high_frequency_temperature_profiles.csv

Size:

717856009 byte

Authentication:

3efca3e31bde1bbed8e6c2010ce835ca Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

dateTime

value

lakeName

Column Name:

dateTime

name

value

lakeName

Definition:

Date and Time of observation

Sensor depth below lake surface

Water temperature

Lake name

Storage Type:

dateTime

float

string

Measurement Type:

dateTime

ratio

nominal

Measurement Values Domain:

Format	YYYY-MM-DDThh:mm:ssZ
Precision

Unit	meter
Type	real

Unit	celsius
Type	real

Definition

text

Missing Value Code:

Code	NA
Expl	Missing value

Code	NA
Expl	no data

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/993e509bd7b8fb928cd1fec8157e8157
Name:	high_frequency_wind
Description:	High-frequency wind observations
Number of Records:	1959959
Number of Columns:	3

Table Structure

Object Name:

high_frequency_wind.csv

Size:

71506055 byte

Authentication:

3c51b0d18fcf9caac30cb0ce0a8ab935 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

dateTime

windSpeed

lakeName

Column Name:

dateTime

windSpeed

lakeName

Definition:

Date and Time of observation

Wind speed

Lake name

Storage Type:

dateTime

float

string

Measurement Type:

dateTime

ratio

nominal

Measurement Values Domain:

Format	YYYY-MM-DDThh:mm:ssZ
Precision

Unit	meterPerSecond
Type	real

Definition

text

Missing Value Code:

Code	NA
Expl	no data

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/4d352813c371b12ce13be5ed2583f882
Name:	lake_descriptions
Description:	Basic metadata for the 58 study lakes
Number of Records:	58
Number of Columns:	12

Table Structure

Object Name:

lake_descriptions.csv

Size:

4114 byte

Authentication:

857d3bcd1a5854b837f180bc77f95c82 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

lakeName

lat_dd

long_dd

elev_m

max_depth_m

mean_depth_m

HRT_years

SA_ha

volume_m3

DO_sensor_depth_m

wind_height_m

watershed_area_km2

Column Name:

lakeName

lat_dd

long_dd

elev_m

max_depth_m

mean_depth_m

HRT_years

SA_ha

volume_m3

DO_sensor_depth_m

wind_height_m

watershed_area_km2

Definition:

Lake name

Latitude

Longitude

lake elevation

Maximum lake depth

Mean lake depth

Water residence time

Lake surface area

Lake volume

Depth observation of epilimnetic DO sensor

Height of wind sensor above ground

Watershed area upstream of lake

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

text

Unit	decimalDegrees
Type	real

Unit	decimalDegrees
Type	real

Unit	meter
Type	real

Unit	meter
Type	real

Unit	meter
Type	real

Unit	years
Type	real

Unit	hectare
Type	real

Unit	meterCubed
Type	real

Unit	meter
Type	real

Unit	meter
Type	real

Unit	kilometerSquared
Type	real

Missing Value Code:

Code	NA
Expl	no data

Code	NA
Expl	no data

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/2528d678dcbba56b94e37f2ebbba8c66
Name:	lake_nutrients
Description:	Lake dissolved organic carbon and total phosphorus concentrations
Number of Records:	58
Number of Columns:	3

Table Structure

Object Name:

lake_nutrients.csv

Size:

1644 byte

Authentication:

36576e3de3dda90223a5e7d79d7be858 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

lakeName

DOC_mgL

TP_ugL

Column Name:

lakeName

DOC_mgL

TP_ugL

Definition:

Lake name

Dissolved organic carbon concentration

Total phosphorus concentration

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

text

Unit	milligramPerLiter
Type	real

Unit	microgramPerLiter
Type	real

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/b3776a03d6a405336131bfbf91c0b58b
Name:	nutrient_loads
Description:	Mean observed and modeled dissolved orgranic carbon and total phosphorus stream inflow concentrations
Number of Records:	58
Number of Columns:	5

Table Structure

Object Name:

new_nutrient_loads.csv

Size:

3422 byte

Authentication:

fb6902364165bdc930bfa6ea7b3af719 Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

lakeName

DOC_gm3_mod

DOC_gm3_obs

TP_mgm3_mod

TP_mgm3_obs

Column Name:

lakeName

DOC_gm3_mod

DOC_gm3_obs

TP_mgm3_mod

TP_mgm3_obs

Definition:

Lake name

Modeled dissolved organic carbon lake-inflow concentration

Observed dissolved organic carbon lake-inflow concentration

Modeled total phosphorus lake-inflow concentration

Observed total phosphorus lake-inflow concentration

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

text

Unit	gramsPerMeterCubed
Type	real

Unit	gramsPerMeterCubed
Type	real

Unit	milligramsPerMeterCubed
Type	real

Unit	milligramsPerMeterCubed
Type	real

Missing Value Code:

Code	NA
Expl	no data

Code	NA
Expl	no data

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Table


Data:	https://pasta-s.lternet.edu/package/data/eml/edi/1541/2/535d94cd3c796fda8b6b02b7a8c985bf
Name:	modeled_data
Description:	Final predicted values from the GPP process model ("Kelly model") after parameter update via data assimilation
Number of Records:	58
Number of Columns:	9

Table Structure

Object Name:

modeled_data.csv

Size:

8212 byte

Authentication:

a9680c19a7d439def593a60b6bc2ae5e Calculated By MD5

Text Format:

Number of Header Lines:

Record Delimiter:

Orientation:

column

Simple Delimited:

Field Delimiter:	,
Quote Character:	"

Table Column Descriptions

lakeName

DOCin

zMixHat

TPHat

CHat

GPPHat

AHat

PHat

Column Name:

lakeName

DOCin

zMixHat

TPHat

CHat

GPPHat

AHat

PHat

Definition:

Lake name

Dissolved phosphorus load concentration

Dissolved organic carbon load concentration

Mixed layer depth

Total phosphorus concentration of lake

Dissolved organic carbon concentration of lake

Gross primary production

Algal biomass

Soluble reactive phosphorus concentration of lake

Storage Type:

string

float

Measurement Type:

nominal

ratio

Measurement Values Domain:

Definition

text

Unit	milligramsPerMeterCubed
Type	real

Unit	gramsPerMeterCubed
Type	real

Unit	meter
Type	real

Unit	milligramsPerMeterCubed
Type	real

Unit	gramsPerMeterCubed
Type	real

Unit	milligramsCarbonPerMeterSquaredPerDay
Type	real

Unit	milligramCarbonPerMeterCubed
Type	real

Unit	milligramsPerMeterCubed
Type	real

Missing Value Code:

Accuracy Report:

Accuracy Assessment:

Coverage:

Methods:

Data Package Usage Rights

This information is released under the Creative Commons license - Attribution - CC BY (https://creativecommons.org/licenses/by/4.0/). The consumer of these data ("Data User" herein) is required to cite it appropriately in any publication that results from its use. The Data User should realize that these data may be actively used by others for ongoing research and that coordination may be necessary to prevent duplicate publication. The Data User is urged to contact the authors of these data if any questions about methodology or results occur. Where appropriate, the Data User is encouraged to consider collaboration or co-authorship with the authors. The Data User should realize that misinterpretation of data may occur if used out of context of the original study. While substantial efforts are made to ensure the accuracy of data and associated documentation, complete accuracy of data sets cannot be guaranteed. All data are made available "as is." The Data User should be aware, however, that data are updated periodically and it is the responsibility of the Data User to check for new versions of the data. The data authors and the repository where these data were obtained shall not be liable for damages resulting from any use or misinterpretation of the data. Thank you.

Keywords

By Thesaurus:
LTER Controlled Vocabulary	lakes, metabolism, primary production, dissolved organic carbon, dataloggers, water column, total phosphorus
(No thesaurus)	buoys

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

Methods and protocols used in the collection of this data package

Description:

In-lake high-frequency data. Automated sensors collected high-frequency dissolved oxygen and water temperature, wind speed, and solar radiation data. Instrumentation and protocols were site-specific.

Description:

In-lake nutrient sampling. Each site had its own protocol for sampling total phosphorus and dissolved organic carbon.

Description:

Stream sampling protocol. The sampling protocol for sampling stream discharge and stream total phosphorus and dissolved organic carbon concentration was site-specific.

Description:

Metabolism modeling. The following text is from Oleksy et al. (in review): "We estimated daily surface mixed layer GPP for 58 lakes by fitting a model to high-frequency dissolved oxygen (DO) data by maximum likelihood as described by Solomon et al. (2013) based on diel DO curves (hereafter “observed GPP”). We estimated mixed layer depth (zmix) as the shallowest depth at which the rate of density change exceeded 0.075 kg m-3 m-1. Then, we multiplied daily volumetric GPP estimates (mg O2 L-1 day-1) by daily mixed layer depth (meters) and converted to units of C by assuming a 1:1 respiratory quotient; thus, GPP is reported in areal units of carbon (mg C m2 day -=1). Since the period over which DO was measured varied by lake, we trimmed the datasets to include only observations May 1 through October 1 in the northern hemisphere or November 1 through April 1 for the southern hemisphere."

People and Organizations

Publishers:

Organization:

Environmental Data Initiative

Email Address:

info@edirepository.org

Web Address:

https://edirepository.org

Id:

https://ror.org/0330j0z60

Creators:

Individual:

Isabella Oleksy

Organization:

University of Colorado Boulder

Position:

Assistant Professor

Email Address:

isabella.oleksy@colorado.edu

Id:

https://orcid.org/0000-0003-2572-5457

Individual:	Christopher T. Solomon
Organization:	Cary Institute of Ecosystem Studies

Individual:	Stuart E. Jones
Organization:	University of Notre Dame

Individual:	Carly Olson
Organization:	University of Nebraska-Lincoln

Individual:	Brittni L. Bertolet
Organization:	University of California Irvine

Individual:	Rita Adrian
Organization:	Leibniz Institute of Freshwater Ecology and Inland Fisheries

Individual:	Sheel Bansal
Organization:	U.S. Geological Survey

Individual:	Jill S. Baron
Organization:	U.S. Geological Survey

Individual:	Soren Brothers
Organization:	Royal Ontario Museum

Individual:	Sudeep Chandra
Organization:	University of Nevada

Individual:	Hsiu-Mei Chou
Organization:	National Center for High-performance Computing

Individual:	William Colom-Montero
Organization:	Uppsala University

Individual:	Joshua Culpepper
Organization:	York University

Individual:	Elvira de Eyto
Organization:	Marine Institute

Individual:	Matthew J. Farragher
Organization:	University of Maine

Individual:	Sabine Hilt
Organization:	Leibniz Institute of Freshwater Ecology and Inland Fisheries

Individual:	Kristen T. Holeck
Organization:	Cornell University

Individual:	Garabet Kazanjian
Organization:	American University of Armenia

Individual:	Marcus Klaus
Organization:	Swedish University of Agricultural Sciences

Individual:	Jennifer Klug
Organization:	Fairfield University

Individual:	Jan Köhler
Organization:	Leibniz Institute of Freshwater Ecology and Inland Fisheries

Individual:	Alo Laas
Organization:	Estonian University of Life Sciences

Individual:	Erik Lundin
Organization:	Swedish Polar Research Secretariate

Individual:	Alice H. Parkes
Organization:	Université du Québec à Montréal

Individual:	Kevin C. Rose
Organization:	Rensselaer Polytechnic Institute

Individual:	Lars Rudstam
Organization:	Cornell University

Individual:	James Rusak
Organization:	Queen's University

Individual:	Facundo Scordo
Organization:	Universidad Nacional del Sur, Argentina

Individual:	Michael J. Vanni
Organization:	Miami University

Individual:	Piet Verburg
Organization:	National Institute of Water and Atmospheric Research, New Zealand

Individual:	Gesa A. Weyhenmeyer
Organization:	Uppsala University

Contacts:

Individual:

Isabella A Oleksy

Organization:

University of Colorado Boulder

Position:

Assistant Professor

Email Address:

isabella.oleksy@colorado.edu

Id:

https://orcid.org/0000-0003-2572-5457

Temporal, Geographic and Taxonomic Coverage

Temporal, Geographic and/or Taxonomic information that applies to all data in this dataset:

Time Period

Begin:

2001-05-05

End:

2020-02-28

Geographic Region:

Description:

This dataset contains lakes across mostly North America and Europe with a few in Asia and Oceania.

Bounding Coordinates:

Northern:	68.33179	Southern:	-38.79848
Western:	-122.383127	Eastern:	176.266
Altitude Minimum:	0.0	Altitude Maximum:	3322.0

Project

Parent Project Information:

Title:

Data compilation for 58 akes in North America, Europe, Asia, and Oceania

Personnel:

Individual:

Isabella Oleksy

Organization:

University of Colorado Boulder

Position:

Assistant Professor

Email Address:

isabella.oleksy@colorado.edu

Id:

https://orcid.org/0000-0003-2572-5457

Role:

Project lead

Additional Award Information:

Funder:	National Science Foundation
Number:	DEB-1754363
Title:	UNDERC lakes

Additional Award Information:

Funder:	BiodivERsA and Belmont Forum
Number:	AD 91/22-1
Title:	Muegellsee

Additional Award Information:

Funder:	U.S. Geological Survey
Number:	DE-SC0023084
Title:	P1 and P8

Additional Award Information:

Funder:	Swedish Research Council
Number:	2017-00635
Title:	SITES; Erken

Maintenance

Maintenance:

Description:	This is a static dataset
Frequency:	notPlanned

Other Metadata

Additional Metadata

additionalMetadata
        |___text '\n'
        |___element 'metadata'
        |     |___text '\n'
        |     |___element 'unitList'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'milligramsO2PerLiterPerDay'
        |     |     |     |  \___attribute 'name' = 'milligramsO2PerLiterPerDay'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'micromolPhotonsPerMeterSquaredPerSecond'
        |     |     |     |  \___attribute 'name' = 'micromolPhotonsPerMeterSquaredPerSecond'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'micromol photons per meter squared per second'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'decimalDegrees'
        |     |     |     |  \___attribute 'name' = 'decimalDegrees'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'decimal degrees'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'years'
        |     |     |     |  \___attribute 'name' = 'years'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'years'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'gramsPerMeterCubed'
        |     |     |     |  \___attribute 'name' = 'gramsPerMeterCubed'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'grams per cubic meter (equivalent to milligrams per liter)'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'milligramsPerMeterCubed'
        |     |     |     |  \___attribute 'name' = 'milligramsPerMeterCubed'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'milligrams per cubic meter (equivalent to micrograms per liter)'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'milligramsCarbonPerMeterSquaredPerDay'
        |     |     |     |  \___attribute 'name' = 'milligramsCarbonPerMeterSquaredPerDay'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'milligrams of carbon per square meter per day'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |     |___element 'unit'
        |     |     |     |  \___attribute 'id' = 'milligramCarbonPerMeterCubed'
        |     |     |     |  \___attribute 'name' = 'milligramCarbonPerMeterCubed'
        |     |     |     |___text '\n'
        |     |     |     |___element 'description'
        |     |     |     |     |___text 'milligrams of carbon per cuber meter (equivalent to micrograms of carbon per liter)'
        |     |     |     |___text '\n'
        |     |     |___text '\n'
        |     |___text '\n'
        |___text '\n'

Additional Metadata

additionalMetadata
        |___text '\n'
        |___element 'metadata'
        |     |___text '\n'
        |     |___element 'emlEditor'
        |     |        \___attribute 'app' = 'ezEML'
        |     |        \___attribute 'release' = '2023.11.29'
        |     |___text '\n'
        |___text '\n'

Copyright 2024 Environmental Data Initiative. This material is based upon work supported by the National Science Foundation under grants #2223103 and #2223104. Any opinions, findings, conclusions, or recommendations expressed in the material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation. Please contact us with questions, comments, or for technical assistance regarding this web site or the Environmental Data Initiative. Please read our privacy policy to know what information we collect about you and to understand your privacy rights.

EDI is a collaboration between the University of New Mexico and the University of Wisconsin – Madison, Center for Limnology:

Data Package Metadata View Summary

One year of high-frequency temperature, dissolved oxygen, wind, photosynthetically active radiation observations and low-frequency nutrient data for 58 lakes in the Global Ecological Observatory Network

Data Entities

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Package Usage Rights

Keywords

Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Parent Project Information:

Maintenance

Additional Metadata

Additional Metadata

Recently Added

Recently Updated

Data Package Metadata View Summary

One year of high-frequency temperature, dissolved oxygen, wind, photosynthetically active radiation observations and low-frequency nutrient data for 58 lakes in the Global Ecological Observatory Network

+/- Data Entities

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

Data Table

+/- Data Package Usage Rights

+/- Keywords

+/- Methods and Protocols

These methods, instrumentation and/or protocols apply to all data in this dataset:

+/- People and Organizations

+/- Temporal, Geographic and Taxonomic Coverage

+/- Project

Parent Project Information:

+/- Maintenance

+/- Additional Metadata

+/- Additional Metadata

Data Entities

Data Package Usage Rights

Keywords

Methods and Protocols

People and Organizations

Temporal, Geographic and Taxonomic Coverage

Project

Maintenance

Additional Metadata

Additional Metadata